Development of genome-wide SSR markers in horsegram and their use for genetic diversity and cross-transferability analysis

被引:24
作者
Kaldate, Rahul [1 ]
Rana, Maneet [2 ]
Sharma, Vikas [3 ]
Hirakawa, Hideki [4 ]
Kumar, Rahul [5 ]
Singh, Gagandeep [6 ]
Chahota, Rakesh Kumar [1 ]
Isobe, Sachiko N. [4 ]
Sharma, Tilak Raj [1 ,7 ]
机构
[1] CSK Himachal Pradesh Agr Univ, Dept Agr Biotechnol, Palampur 176062, Himachal Prades, India
[2] ICAR Indian Grassland & Fodder Res Inst, Div Crop Improvement, Jhansi 284128, Uttar Pradesh, India
[3] Punjabi Univ Patiala, Dept Bot, Punjab 147002, India
[4] Kazusa DNA Res Inst, Chiba, Japan
[5] DAV Univ Jalandhar, Dept Agr, Jalandhar, Punjab, India
[6] CSIR Inst Himalayan Bioresource Technol, Biotechnol Div, Palampur, Himachal Prades, India
[7] ICAR Indian Inst Agr Biotechnol, C-O ICAR IINRG PDU Campus, Ranchi 834010, Bihar, India
关键词
Horsegram; Illumina sequencing; SSR markers; Polymorphism information content (PIC); Cross-transferability; MACROTYLOMA-UNIFLORUM; MICROSATELLITES; SOFTWARE;
D O I
10.1007/s11032-017-0701-1
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Horsegram [Macrotyloma uniflorum (Lam.) Verdc.] commonly known as kulthi or Madras gram is an important drought tolerant legume crop used as food and fodder in India and across the globe. Horsegram is tolerant to many biotic and abiotic stresses and considered a potential future food legume. Despite being a multiutility crop, insufficient genomic information is available in this species, which is otherwise required for genetic improvement. Hence, in the present work we used next-generation sequencing (NGS) technology for genome-wide development and characterization of novel simple sequence repeat (SSR) markers in horsegram. In all, 2458 SSR primer pairs were designed from NGS data and 117 SSRs were characterized in 48 diverse lines of horsegram. Cross-transferability of these markers was also checked in nine related legume species. The polymorphic SSRs revealed high diversity measures such as mean values of expected heterozygosity (He; 0.54), observed heterozygosity (Ho; 0.64), and polymorphism information content (PIC; 0.46). Analysis of molecular variance (AMOVA) revealed high degree of genetic variance within the populations. Dendrogram based on Jaccard's similarity coefficient and principal component analysis (PCA) revealed two groups in the analyzed accessions. This observation was further confirmed by Bayesian genetic STRUCTURE analysis. The SSR markers developed herein can be used in diverse genetic analysis including association mapping in this crop and also in related legume crops with limited marker resources. Hence, this new SSR dataset can be useful for molecular breeding research in this underutilized pulse crop. In addition, genetic diversity estimates of analyzed germplasm can be important for devising future breeding programmes in horsegram.
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页数:10
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